conftrace_

Deep Learning

78,198 papers (26 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Learning Types (32,670) Architectures (30,950) Models (20,488) Techniques (9,432) Optimization & Theory (7,804) Application Areas (273)

Papers per year

2

5

1

2

47

50

53

51

87

90

125

229

234

453

859

1,652

3,233

5,368

6,434

7,726

8,506

9,951

12,524

14,487

6,029

'5

'10

'15

'20

'25

Papers (including subtopics)

Language-Guided Transformer for Federated Multi-Label Classification AAAI 2024 Language-guided World Models: A Model-based Approach to AI Control ACL 2024 Language Identification of Philippine Creole Spanish: Discriminating Chavacano From Related Languages NAACL 2024 Language-Informed Visual Concept Learning ICLR 2024 Language-Interfaced Tabular Oversampling via Progressive Imputation and Self-Authentication ICLR 2024 Language is All a Graph Needs EACL 2024 Language Model Guided Interpretable Video Action Reasoning CVPR 2024 Language Modeling Is Compression ICLR 2024 Language models and brains align due to more than next-word prediction and word-level information EMNLP 2024 Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic ACL 2024 Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks EMNLP 2024 Language Models as Black-Box Optimizers for Vision-Language Models CVPR 2024 Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models EMNLP 2024 Language Models as Semantic Indexers ICML 2024 Language Models as Zero-shot Lossless Gradient Compressors: Towards General Neural Parameter Prior Models NeurIPS 2024 Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks ACL 2024 Language + Molecules EACL 2024 Language, OCR, Form Independent (LOFI) pipeline for Industrial Document Information Extraction EMNLP 2024 Language-only Training of Zero-shot Composed Image Retrieval CVPR 2024 Language-to-Code Translation with a Single Labeled Example EMNLP 2024 LAN: Learning to Adapt Noise for Image Denoising CVPR 2024 LANS: A Layout-Aware Neural Solver for Plane Geometry Problem ACL 2024 LaRA: Large Rank Adaptation for Speech and Text Cross-Modal Learning in Large Language Models EMNLP 2024 LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification EMNLP 2024 LaRE^2: Latent Reconstruction Error Based Method for Diffusion-Generated Image Detection CVPR 2024